{"id":"W2041202010","doi":"10.1115/1.4024038","title":"Chatter Stability Model of Micro-Milling With Process Damping","year":2013,"lang":"en","type":"article","venue":"Journal of Manufacturing Science and Engineering","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Finite element method; Constitutive equation; Enhanced Data Rates for GSM Evolution; Rake angle; Materials science; Slip (aerodynamics); Frequency domain; End mill; Mechanical engineering; Mechanism (biology); Structural engineering; Engineering; Mechanics; Machining; Physics; Mathematical analysis; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002732718,0.0001092114,0.00016447,0.0001715788,0.00005414221,0.00005644019,0.0001540319,0.00002467579,0.000004003942],"category_scores_gemma":[0.00003355473,0.00008405347,0.00001769086,0.0001399801,0.00005939753,0.001032731,0.00001827449,0.0001601274,2.106667e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000422849,"about_ca_system_score_gemma":0.00003117783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001933044,"about_ca_topic_score_gemma":2.300336e-7,"domain_scores_codex":[0.9991941,0.000001433079,0.0002494303,0.00009805299,0.0002580906,0.0001989073],"domain_scores_gemma":[0.9995409,0.00002158857,0.00008715698,0.00007962622,0.0001887263,0.00008194957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002685725,0.000003631622,0.0001726506,0.0002532898,0.000006229123,4.475192e-7,0.0005124557,0.9390735,0.0585283,0.000003176971,9.126144e-7,0.001442722],"study_design_scores_gemma":[0.0001136755,0.00003004099,0.0008052735,0.0001515691,0.000006643713,0.00001823076,0.0001214873,0.594565,0.4040336,0.00005775016,0.000004025742,0.00009265763],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7733021,0.0001054916,0.2264088,0.00001713039,0.00005371641,0.00004467727,3.627532e-7,0.00002349909,0.00004414595],"genre_scores_gemma":[0.9666179,0.0000656269,0.03326251,0.000009717317,0.00002674206,0.000001839656,1.091845e-7,0.0000141924,0.000001402442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3455053,"threshold_uncertainty_score":0.3427601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00814904354097878,"score_gpt":0.1968882379288079,"score_spread":0.1887391943878291,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}